Optical link optimization based on signal and interferer power discrimination

ABSTRACT

An optical link optimization includes receiving detected power outputs from one or more receivers in an optical network, wherein the detected power outputs include both a broad bandwidth power component and a low bandwidth power component; analyzing the detected power outputs to one or more of (1) balance power of a channel of interest for the one or more receivers and associated adjacent channels to a given channel of interest and (2) adjust filtering of the channel of interest for the one or more receivers and the associated adjacent channels to the given channel of interest; and configuring one or more components of the optical network to provide the one or more of (1) balance power and (2) adjust filtering.

CROSS-REFERENCE

The present disclosure is a bypass continuation-in-part of PCT Patent Application No. PCT/US2021/062117, filed Dec. 7, 2021, which claims priority to U.S. patent application Ser. No. 17/116,461, filed Dec. 9, 2020, which is now U.S. Pat. No. 11,552,703, issued Jan. 10, 2023, the contents of each is incorporated by reference in their entirety.

TECHNICAL FIELD

The present disclosure generally relates to optical network systems and methods. More particularly, the present disclosure relates to detecting power of optical signals in a channel of interest and in an adjacent channel and to optical link optimization based on signal and interferer power discrimination, which utilizes the power detection techniques.

BACKGROUND

Conventional optical receivers typically include only one digital power detector after an Analog-to-Digital Converter (ADC). The digital power detector may include a power monitor bandwidth up to approximately the Nyquist frequency. Typically, there are ways to re-center an Automatic Gain Control (AGC) loop via performance parameters discovered in a Digital Signal Processor (DSP). However, this process is slow, and it cannot compensate and re-adjust AGC targets during input signal transients. Some commercial DSPs have a very rudimentary power detector and are not particularly accurate or precise. A problem exists in that these concepts are traditionally the only options in the field of optical receivers.

FIG. 1 is a schematic diagram of a conventional AGC loop 10 used for power detection in an optical system. A receiver 12 is configured to receive optical signals. An ADC 14 converts the analog optical signals to digital samples. A squaring device 16 and Broad-Band (BB) accumulator 18 are configured to detect the power of the received optical signal. This power reported may be applied to an AGC loop that includes a multiplier 20, summer 22, and integrator 24. The AGC loop includes a feedback signal to the receiver 12. Thus, the AGC loop is configured to set the Rx gain properly to fill the ADC input.

FIGS. 2A-2C are graphs showing sampled power versus frequency for a channel of interest and a channel adjacent to the channel of interest. The adjacent channel has a band of frequencies greater than the channel of interest. The receiver 12 may have a bandwidth (BW_(Electrical)) The ADC 14 may have a Nyquist frequency

$\left( \frac{f_{ADC}}{2} \right)$

and is closely matched to the input target signal bandwidth

$\left( \frac{f_{Baud}}{2} \right).$

Even when an adjacent channel is present, the adjacent channel's signal is largely not detected by the receiver 12 of the power detector.

FIGS. 3A-3C are graphs showing sampled power versus frequency of the channel of interest and the adjacent channel. When the receiver bandwidth (BW_(Electrical)) and ADC Nyquist frequency

$\left( \frac{f_{ADC}}{2} \right)$

are greater than the input target signal bandwidth

$\left( \frac{f_{Baud}}{2} \right),$

a single power detector will observe both the target signal power and a portion of the adjacent channel power. In this case, the power detector reports different power depending on the presence and the power spectrum level of the adjacent channel;

$P_{PwrDet} = {{{\int}_{0}^{\frac{f_{ADC}}{2}}{S_{Probe}(f)}{df}} + {{\int}_{0}^{\frac{f_{ADC}}{2}}{S_{Adjacent}(f)}{{df}.}}}$

Another shortcoming of the conventional systems is that a single power detector cannot discriminate between the signal power of a channel of interest and an adjacent channel. Therefore, with the receiver (Rx) AGC loop locking onto a fixed target, the signal power at the ADC input can vary depending on the adjacent channel power appearing at the ADC input. Therefore, there is a need in the field of optical receivers, AGC circuits, and power detection systems to overcome the deficiencies of the conventional systems.

Additionally, an optical link in an optical network usually operates with multiple channels, i.e., Wavelength Division Multiplexing (WDM). In such a configuration, there is an optical receiver for each channel which, as noted above, conventionally lacks the ability to discriminate between the signal power of a channel of interest, i.e., the channel being received by the optical receiver, and an adjacent channel, i.e., from another receiver. Conventional approaches to mitigate these issues involve optimization in the optical domain, e.g., changing power, adjusting frequency, etc., and measuring resulting performance. This approach is performed without understanding the actual problem, i.e., trial and error mitigation. An additional conventional approach is to introduce so-called guardbands or deadbands between channels. As is known in the art, guardbands or deadbands are unoccupied spectrum for separation between channels.

BRIEF SUMMARY

In various embodiments, the present disclosure includes detecting power of optical signals in a channel of interest and in an adjacent channel and an optical link optimization based on signal and interferer power discrimination, which utilizes the power detection techniques. According to various embodiment of the present disclosure, a method with steps, a controller configured to implement the steps, and a non-transitory computer-readable medium with instructions to execute the steps are provided. The steps can include receiving detected power outputs from one or more receivers connected to an optical fiber in an optical network, wherein the detected power outputs include both a broad bandwidth power component and a low bandwidth power component; analyzing the detected power outputs to one or more of (1) balance power of a channel of interest for the one or more receivers and associated adjacent channels to a given channel of interest and (2) adjust filtering of the channel of interest for the one or more receivers and the associated adjacent channels to the given channel of interest; and configuring one or more components of the optical network to provide the one or more of (1) balance power and (2) adjust filtering.

According to an embodiment of the present disclosure, an optical network device includes a receiver configured to receive an optical signal. The optical network device also includes a low bandwidth path configured to detect a low-band power component of the optical signal within a channel of interest and a broad bandwidth path arranged in parallel with the low bandwidth path. The broad bandwidth path is configured to detect a broad-band power component of the optical signal within broad-band channels including at least the channel of interest. A power detection output is derived from the low-band power component and the broad-band power component.

According to another embodiment of the present disclosure, an Automatic Gain Control (AGC) circuit includes a receiver configured to receive an optical signal, a low bandwidth path, and a broad bandwidth path. The low bandwidth path is configured to detect a low-band power component of the optical signal within a channel of interest. The broad bandwidth path, arranged in parallel with the low bandwidth path, is configured to detect a broad-band power component of the optical signal within broad-band channels including at least the channel of interest. A power detection output is derived from the low-band power component and the broad-band power component.

According to yet another embodiment of the present disclosure, a power detection system includes a receiver configured to receive an optical signal, a low bandwidth path configured to detect a low-band power component of the optical signal within a channel of interest, and a broad bandwidth path arranged in parallel with the low bandwidth path. The broad bandwidth path is configured to detect a broad-band power component of the optical signal within broad-band channels including at least the channel of interest. A power detection output is derived from the low-band power component and the broad-band power component.

BRIEF DESCRIPTION OF THE DRAWINGS

The present disclosure is illustrated and described herein with reference to the various drawings. Like reference numbers are used to denote like components/steps, as appropriate. Unless otherwise noted, components depicted in the drawings are not necessarily drawn to scale.

FIG. 1 is a schematic diagram of a conventional AGC loop used for power detection in an optical system.

FIGS. 2A-2C are graphs showing sampled power versus frequency for a channel of interest and a channel adjacent to the channel of interest in a conventional system.

FIGS. 3A-3C are graphs showing sampled power versus frequency of the channel of interest and the adjacent channel in a conventional system.

FIG. 4 is a schematic diagram illustrating a dual path detector for detecting a low-bandwidth power component and a broad-bandwidth power component, according to various embodiments of the present disclosure.

FIG. 5A is a graph of power spectral density (S) versus frequency and shows a low bandwidth signal only of the channel of interest of the dual path detector of FIG. 4 , according to various embodiments.

FIG. 5B is a graph showing a broad bandwidth signal at the channel of interest plus an adjacent channel of the dual path detector of FIG. 4 , according to various embodiments.

FIGS. 6A-6C are graphs showing spectral density versus frequency for a channel of interest and adjacent channel, according to various embodiments.

FIG. 7 is a graph showing the spectral density of a channel of interest (or target channel), according to various embodiments.

FIG. 8 is a schematic diagram showing a power detection system for detecting optical power of optical signals, according to various embodiments of the present disclosure.

FIGS. 9A-9C show graphs of spectral density with respect to frequency as detected by the power detection system of FIG. 8 in the situation where only the channel of interest (e.g., probe channel) exists and there is no adjacent channel present, according to various embodiments.

FIGS. 10A-10C show graphs of spectral density with respect to frequency as detected by the power detection system of FIG. 8 in the situation where an adjacent channel is present, according to various embodiments.

FIGS. 11A-11C show graphs of spectral density with respect to frequency as detected by the power detection system of FIG. 8 in the situation where a channel adjacent to the channel of interest is also present, according to various embodiments.

FIG. 12 is another graph based on the situation of FIGS. 11A-11C where the spectral density of the adjacent channel is greater than the spectral density of the probe channel, according to various embodiments.

FIG. 13 is a network diagram of an example optical network.

FIG. 14 is a graph showing power versus frequency of two channels (Ch. 1 and Ch. 2) on the optical fiber in the optical network.

FIG. 15 is a flowchart of an optical link optimization process utilizing the power information from the power detection system, according to various embodiments.

DETAILED DESCRIPTION

The present disclosure relates to systems and methods for detecting power of optical signals transmitted within an optical system. Optical receivers and other optical network devices, according to embodiments of the present disclosure, are configured to receive these optical signals and determine power. For example, the optical receivers may be configured as colorless (e.g., capable of receiving a broad range of channels (or colors, i.e., variable amounts of optical spectrum at various frequency locations)) receivers. The optical receivers may also be configured as coherent receivers. In addition to detecting optical power, the power detection systems may include an Automatic Gain Control (AGC) feedback path for controlling the gain of an optical receiver.

Additionally, the present disclosure relates to systems and methods for optical link optimization based on signal and interferer power discrimination, where the systems and methods utilize the detecting power of optical signals transmitted within an optical system for the optimization. This approach enables an operator to determine the nature of any system issues, e.g., is an optical link experiencing power or frequency problems between various channels? With this information, it is possible to optimize (improve) an optical link including setting power levels for channels appropriately, filtering channels appropriately, and the like. That is, an operator no longer has to tweak parameters in the optical domain and determine improvement via trial and error. Rather, the operator has information in the digital domain related to these issues based on the power measurements described herein. Further, this improvement can lead to densely packing optical channels next to one another, e.g., removing the need for guardbands or deadbands thereby significantly increasing usage of optical spectrum.

Power Detection Systems and Methods

According to various implementations of the present disclosure, the power detection systems may include two parallel paths for detecting optical power. A first path may be a low-bandwidth path for detecting power of a channel of interest. For example, the “channel of interest” may also be referred to as a provisioned channel, a desired channel, a target channel, a probe channel, or other suitable terminology. A second path may be a broad-bandwidth path for detecting power of one or more channels, including the channel of interest and at least one channel that is adjacent to the channel of interest. The “adjacent channel” may also be referred to as an “out-of-band” channel. The adjacent channel may be viewed as carrying an interfering power component. AGC compensation can be applied to reduce power on account of the interfering power component of the adjacent channel.

With the dual power detection for detecting low-bandwidth and broad-bandwidth signals, the AGC loop can set the receiver gain to optimally fill an Analog-to-Digital Converter (ADC) of the optical power detectors with the signal power of the channel of interest. When the adjacent channel power is below a threshold, the target signal (signal at the channel of interest) at ADC input is optimal. When the adjacent channel power is above the threshold, the target signal at ADC input can be lowered by the AGC feedback control. Although this may seem like a compromise in some respects, this arrangement can prevent the Rx AGC from overloading the ADC. Thus, the embodiments of power detectors of the present disclosure can detect the power of the channel of interest (e.g., provisioned channel) and the power of an adjacent channel. Again, these power detectors, according to some embodiments, may comprise two sub-detectors having different signal bandwidth.

The embodiments of the present disclosure are described in terms of s a “digital” power detector implementation. However, it should be noted that the same functionality can be accomplished with an “analog” power detector. Also, instead of dual paths, some embodiments may include a single detection path with a “time-multiplexing” feature in which a Low-Pass Filter (LPF) is switched on and off to provide low-bandwidth detection when the LPF is on and provide a broad-bandwidth detection when the LPF is off. This alternative embodiment may be used as a single power detector device.

Also, the functionality of power detection and gain control can be implemented in hardware as digital power detector components and digital AGC components. The AGC Loop can maintain optimal ADC fill even during fast input signal transients.

There has thus been outlined, rather broadly, the features of the present disclosure in order that the detailed description may be better understood, and in order that the present contribution to the art may be better appreciated. There are additional features of the various embodiments that will be described herein. It is to be understood that the present disclosure is not limited to the details of construction and to the arrangements of the components set forth in the following description or illustrated in the drawings. Rather, the embodiments of the present disclosure may be capable of other implementations and configurations and may be practiced or carried out in various ways. Also, it is to be understood that the phraseology and terminology employed are for the purpose of description and should not be regarded as limiting.

As such, those skilled in the art will appreciate that the inventive conception, upon which this disclosure is based, may readily be utilized as a basis for the designing of other structures, methods, and systems for carrying out the several purposes described in the present disclosure. Those skilled in the art will understand that the embodiments may include various equivalent constructions insofar as they do not depart from the spirit and scope of the present invention. Additional aspects and advantages of the present disclosure will be apparent from the following detailed description of exemplary embodiments which are illustrated in the accompanying drawings.

FIG. 4 is a schematic diagram illustrating an embodiment of a dual path detector 30 for detecting a low-bandwidth power component and a broad-bandwidth power component. The dual path detector 30 may be incorporated in an optical receiver or other suitable optical network device, network element, etc. For example, the dual path detector 30 may be part of an optical receiver associated with a modem, a Reconfigurable Optical Add/Drop Multiplexer (ROADM) device, or other Wavelength Division Multiplexing (WDM) device of an optical communication system.

The dual path detector 30 may include a receiver or detector element configured to receive an optical signal. The receiver may be configured to receive coherent colorless optical signals from another card or node in an optical communication system. The received optical signal can be provided to an ADC device 32, which may be configured to convert the received optical signal to digital signal samples. These digital signal samples may be applied to a low bandwidth path 34 and a broad bandwidth path 36, which may be arranged in parallel with each other. In the context of optical networks, the ADC device 32 in this embodiment may be configured to sample the received optical signal at or about 50 G samples or bits per second (i.e., at or about 50 GBaud), a rate higher than 50 GBaud, or other suitable sampling rates.

The low bandwidth path 34 may include a Low-Pass Filter (LPF) 38, a first squaring function element 40, and a first accumulating device 42. The LPF 38 may be configured to pass frequencies within the desired band of frequencies of the desired channel (or “channel of interest”). Also, the LPF 38 may include a programmable cut-off frequency for defining the bandwidths of the channel of interest. The first squaring function element 40 and the first accumulating device 42 may be configured to square and combine the samples to provide a low-band power component at an output of the low bandwidth path 34. Similarly, the broad bandwidth path 36 may include a second squaring function element 44 and a second accumulating device 46 to provide a broad-band power component at an output of the broad bandwidth path 36. The squaring function elements 40, 44 in combination with the accumulating devices 42, 46 may be used in a process to compute a Root Mean Squared (RMS) expression for different paths 34, 36.

The dual path detector 30 is therefore configured to detect the low-band power component of the optical signal within the channel of interest and the broad-band power component of the optical signals within a channel adjacent to the channel of interest. The broad bandwidth path 36 is configured to detect the broad-band power component of the optical signal within broad-band channels including at least the channel of interest. A power detection output may be derived from the combination of the low-band power component and the broad-band power component.

The ADC device 32 provides samples x(n), which are discrete ADC digital samples in units of Least Significant Bits (LSB). The squaring function elements 40, 44 are configured to square the ADC digital sample x(n)² and the results are added in the accumulating devices 42, 46. The accumulating devices 42, 46 are configured to accumulate N number of x(n)² samples and output the accumulated value at the output of the respective path 34, 36. The accumulating devices 42, 46 are then reset to zero to start a new accumulation cycle.

The ADC input magnitude in digital format can be computed as

${LSB}_{RMS} = {\sqrt{\frac{{\sum}_{n = 1}^{N}{x(n)}^{2}}{N}}.}$

The ADC input power in digital format can be computed as

${LSB}_{RMS}^{2} = {\frac{{\sum}_{n = 1}^{N}{x(n)}^{2}}{N}.}$

There are two digital power detectors following the ADC device 32. AGC Loop with Signal Over-Sampling

To preserve the fidelity of the ADC and the performance of a Digital Signal Processing (DSP) performing the digital operations of the optical receiver, an Automatic Gain Control (AGC) loop may be added to a power detector (e.g., added to the duel path detector 30). The AGC loop may monitor the ADC LSB_(RMS) ² detected by the power detector and controls the gain of the receiver to maintain an optimum ADC input power.

In applications where the signal bandwidth

$\left( \frac{f_{Baud}}{2} \right)$

is lower than the ADC Nyquist bandwidth

$\left( \frac{f_{ADC}}{2} \right),$

i.e. the signal is over-sampled as in 32 GBaud

$\left( {\frac{f_{Baud}}{2} = {16{GHz}}} \right)$

with a receiver optical-to-electrical bandwidth of about 35-40 GHz and a processor ADC speed of about 78 G samples per second

$\left( {\frac{f_{ADC}}{2} = {39{GHz}}} \right),$

managing the gain of the receiver can becomes more complicated. The following embodiments of the present disclosure are configured to achieve these specifications.

For a signal that has a bandwidth that is approximately the same as the ADC Nyquist bandwidth, there is an optimum ADC fill target for this Broad Bandwidth (BB) signal, LSB_(RMS,BB). For a signal that has a bandwidth lower than the ADC Nyquist bandwidth, the ADC fill target of this Low Bandwidth (LB) signal can be LSB_(RMS,LB)≤LSB_(RMS,BB). Setting the ADC fill target for the low bandwidth signal depends on the presence (or absence) of the adjacent channel and the power of the adjacent channel (when present).

The reason that this may be a complicated problem is described here. If the receiver only receives the low bandwidth target signal (i.e., there is no adjacent channels present), one can set the receiver gain such that the low bandwidth signal level at the ADC input equals to the optimum and maximum magnitude, LSB_(RMS,BB). However, when the receiver accepts both the low bandwidth target signal and the adjacent channel, the adjacent channel signal level appearing at the ADC input needs to be considered. Furthermore, the power or power spectral density (S) of the adjacent channel could be lower or higher than the target signal.

The signal detected on the channel of interest may be referred to as an operating signal.

${S(f)}\frac{W}{Hz}$

is the Power Spectral Density as a function of frequency.

-   -   P=∫_(f) ₁ ^(f) ² S(f) df where P is the power integrated over         S(f) from f₁ to f₂.

FIG. 5A is a graph of power spectral density (S) versus frequency and shows a low bandwidth signal only of the channel of interest. FIG. 5B is a graph showing a broad bandwidth signal at the channel of interest plus an adjacent channel. The power spectral density (S) at the input of the ADC can be represented in either analog format

$\frac{V^{2}}{Hz}$

or digital format

$\frac{{LSB}^{2}}{Hz}.$

For this description, only the digital format is considered.

When the optical signal of the channel of interest and adjacent channel have the same input power spectral density as shown in FIG. 5B, the condition may be referred to as a “threshold” condition. The ADC power of the signal at the channel of interest is:

$\begin{matrix} {{LSB}_{{RMS},{Sig}}^{2} = {{LSB}_{{RMS},{ADC}}^{2} \cdot \frac{f_{Baud}}{f_{ADC}}}} & \left\lbrack {{Eq}.1} \right\rbrack \end{matrix}$

The ADC power of the signal at the adjacent channel is:

$\begin{matrix} {{LSB}_{{RMS},{Adj}}^{2} = {{LSB}_{{RMS},{ADC}}^{2} \cdot \left( {1 - \frac{f_{Baud}}{f_{ADC}}} \right)}} & \left\lbrack {{Eq}.2} \right\rbrack \end{matrix}$

where LSB_(RMS,ADC) ² is the total ADC input digital power.

Setting the Gain of the Receiver

A definition of variables and other information is provided below:

LSB_(RMS,BB,Target) ² is the ADC digital power target for the broad bandwidth signal.

LSB_(RMS,LB,Target) ² is the ADC digital power target for the low bandwidth signal.

BB_DigPwr is the broad bandwidth digital power detector output which accumulates the power of every ADC samples.

LB_DigPwr is the low bandwidth digital power detector output which accumulates the power of the ADC samples that have been low-pass filtered.

-   -   LSB_(RMS,BB) ²=K_(BB)·BB_DigPwrLSB_(RMS,LB) ²=K_(LB)·LB_DigPwr         is the ADC digital power of broad bandwidth signal is the ADC         digital power of low bandwidth signal

LSB_(RMS,BB) ² =K _(BB)·BB_DigPwrLSB_(RMS,LB) ² =K _(LB)·LB_DigPwr

-   -   LSB_(RMS,Adj) ²=LSB_(RMS,BB) ²−LSB_(RMS,LB) ² is the ADC digital         power of adjacent channel

Both K_(BB) and K_(LB) are constants that may be determined by design and experimentation.

For the case when the adjacent channel's power spectral density is less than or equal to that of the channel of interest, the AGC Loop sets the receiver gain such that the LB_DigPwr output locks onto LSB_(RMS,LB,Target) as follows:

$\begin{matrix} {{\frac{LB\_ DigPwr}{K_{LB}} = {{{LSB}_{{RMS},{LB}}^{2}\overset{AGC}{\Leftrightarrow}{LSB}_{{RMS},{LB},{Target}}^{2}} = {{LSB}_{{RMS},{BB},{Target}}^{2} \cdot \frac{f_{Baud}}{f_{ADC}}}}},{{as}{in}}} & \left\lbrack {{Eq}.1} \right\rbrack \end{matrix}$

The logic on why the channel of interest fills the ADC to the same power spectral density as for a broad bandwidth signal is to allow for the presence of the adjacent channel. This maintains a stable DSP operation whether the adjacent channel is present or not.

However, for the case when adjacent channel's power spectral density is greater than that of the channel of interest, the AGC Loop sets the receiver gain lower than case 1 above such that the ADC will not over-fill and to avoid clipping. This is an acceptable compromise since the DSP is more capable to mitigate lower SNR (linear) than clipping (non-linear) condition.

By knowing the target signal ADC digital power (LSB_(RMS,LB) ²) and the broad bandwidth ADC digital power (LSB_(RMS,BB) ²), the AGC Loop can re-center the receiver gain when the adjacent channel ADC digital power (LSB_(RMS,Adj) ²=LSB_(RMS,BB) ²−LSB_(RMS,LB) ²) crosses a predetermined threshold (LSB_(RMS,adj,Threshold) ²). Thus,

$\begin{matrix} {{{LSB}_{{RMS},{LB}}^{2} + {\max\left( {0,{{LSB}_{{RMS},{Adj}}^{2} - {LSB}_{{RMS},{AdjThreshold}}^{2}}} \right)}}\overset{AGC}{\Leftrightarrow}{LSB}_{{RMS},{LB},{Target}}^{2}} & {{Eq}.\lbrack 3\rbrack} \end{matrix}$ where $\begin{matrix} {{LSB}_{{RMS},{Adj},{Threshold}}^{2} = {{LSB}_{{RMS},{BB},{Target}}^{2}\left( {1 - \frac{f_{Baud}}{f_{ADC}}} \right)}} & \left\lbrack {{Eq}.2} \right\rbrack \end{matrix}$

By inspecting the above equation Eq. [3], when LSB_(RMS,Adj) ²≤LSB_(RMS,Adj,Threshold) ² as for case 1, the AGC Loop sets the gain such that

${LSB}_{{RMS},{LB}}^{2}\overset{AGC}{\Leftrightarrow}{{LSB}_{{RMS},{LB},{Target}}^{2}.}$ ${{{LSB}_{{RMS},{LB},{Target}}^{2}{LSB}_{{RMS},{Adj}}^{2}} > {{{LSB}_{{RMS},{Adj},{Threshold}}^{2}{LSB}_{{RMS},{LB}}^{2}} + \left( {{LSB}_{{RMS},{Adj}}^{2} - {LSB}_{{RMS},{Adj},{Threshold}}^{2}} \right)}}\overset{AGC}{\Leftrightarrow}{LSB}_{{RMS},{LB},{Target}}^{2}$

When the adjacent channel power is the same or less than the threshold power, the AGC Loop sets the receiver gain such that the target signal power equals to its target. When as for Case 2, the AGC Loop sets the gain such that When the adjacent channel power is above the threshold power, the AGC Loop set the receiver gain such that the target signal power plus the excess adjacent channel power will not overfill the ADC. The resulting receiver gain will be lower than that of case 1.

${{{LSB}_{{RMS},{LB},{Target}}^{2}{LSB}_{{RMS},{Adj}}^{2}} > {{{LSB}_{{RMS},{Adj},{Threshold}}^{2}{LSB}_{{RMS},{LB}}^{2}} + \left( {{LSB}_{{RMS},{Adj}}^{2} - {LSB}_{{RMS},{Adj},{Threshold}}^{2}} \right)}}\overset{AGC}{\Leftrightarrow}{LSB}_{{RMS},{LB},{Target}}^{2}$

Dual Low-Bandwidth (LB) and Broad-Bandwidth (BB) Power Detectors

FIGS. 6A-6C are graphs showing spectral density versus frequency for a channel of interest and adjacent channel. The BB power detector reports the total power of the target signal (of the channel of interest) and the adjacent signal (of the adjacent channel):

${{BB}_{PwrDet} = {{{\int}_{0}^{\frac{f_{ADC}}{2}}{S_{Probe}(f)}{df}} + {{\int}_{0}^{\frac{f_{ADC}}{2}}{S_{Adjacent}(f)}{df}{and}}}}{P_{BB} = {K_{BB} \cdot {BB}_{PwrDet}}}$

Expected K_(BB)=1.

The LB power detector reports a portion of the target signal power; LB_(PwrDet)=∫₀ ^(f) ^(LP) S_(Probe)(f) df and P_(LB)=K_(LB)·LB_(PwrDet). The value KCB is determined experimentally,

$K_{LB} \approx {\frac{f_{Baud}}{2 \cdot f_{LP}}.}$

Optimizing ADC Input Power (ADC Fill)

FIG. 7 is a graph showing the spectral density of a channel of interest (or target channel). It should be noted that the term “optimizing,” when referring to values or levels of the ADC input power or other parameters, does not necessarily involve determining a single ideal value or level, but instead may refer to modifying previous values or levels for improvement thereof. Also, the term “optimum” does not necessarily include one single ideal value or level, but instead may be a value that is an improvement over previous values.

When the ADC input signal has a bandwidth

$\left( \frac{f_{Baud}}{2} \right)$

that is closely matched to the ADC Nyquist frequency

$\left( \frac{f_{ADC}}{2} \right),$

there is an optimum ADC input power (P_(BB,Target)) and optimum average ADC input power spectral density (S_(BB,Target) ) for this broad-bandwidth (BB) signal to achieve optimum operating Signal-to-Noise Ratio (SNR) and SDR performance.

$\overset{\_}{S_{{BB},{Target}}} = \frac{P_{{BB},{Target}}}{f_{ADC}/2}$

One objective of the AGC with LB and BB power detection is to maintain a constant ADC input power spectral density at S_(BB,Target) for a low-bandwidth (LB) signal with or without an adjacent channel. When only the LB signal is present, the ADC input power should be:

$P_{{LB},{Target}} = {{\overset{\_}{S_{{BB},{Target}}} \cdot \frac{f_{{LB},{Baud}}}{2}} = {P_{{BB},{Target}}\frac{f_{{LB},{Baud}}}{f_{ADC}}}}$

When an adjacent channel is present along with the LB signal, there exists an allowable adjacent power threshold to keep the power spectral density of both the LB signal and the adjacent channel at S_(BB,Target) .

$P_{{Adj},{Threshold}} = {{P_{{BB},{Target}} - P_{{LB},{Target}}} = {P_{{BB},{Target}} \cdot \left( {1 - \frac{f_{{LB},{Baud}}}{f_{ADC}}} \right)}}$

FIG. 8 is a schematic diagram showing an embodiment of a power detection system 50 for detecting optical power of optical signals. In this embodiment, the power detection system 50 includes the dual path detector 30 of FIG. 4 , which includes the ADC device 32, low bandwidth path 34, and broad bandwidth path 36. The power detection system 50 further includes a receiver 52 and an Automatic Gain Control (AGC) feedback path 54. The receiver 52 receives the optical signal and supplies it to the ADC device 32 of the dual path detector 30. The two outputs (i.e., LB_DigPwr and BB_DigPwr) from the low bandwidth path 34 and broad bandwidth path 36, respectively, are supplied to the AGC feedback path 54, which in turn provides a feedback signal to the receiver 52 for control. The power detection system 50 may include or may be incorporated in an optical network device, modem, optical receiver, AGC circuit, etc., of a network element or optical device of an optical network.

The LB_DigPwr signal from the low bandwidth path 34 is provided to a multiplier element 56, which multiplies the power signal by the constant K_(LB). Also, the BB_DigPwr signal from the broad bandwidth path 36 is provided to a multiplier element 58, which multiplies the power signal by the constant K_(BB). The output from the multiplier element 56 is subtracted from the output from the multiplier element 58 by a summer 60, which outputs a LSB_(RMS,Adj) ², or “Adj_DigPwr” to a summer 62. The output of the multiplier element 56 is also applied to another summer 64. The summer 62 subtracts a LSB_(RMS,Adj,Threshold) ² value from the output from summer 60 and provides an input to condition element 66. Condition element 66 provides an output of x if x is greater than zero and provides an output of 0 if x is less than or equal to zero. This output is provided to the summer 64. The summer 64 adds the output from the low bandwidth path 34 with the output from the condition element 66.

The output from the summer 64 is provided to logarithm element 68. Another summer 70 is configured to subtract the log value from the logarithm element 68 from LSB_(RMS,LB,Target) ² (or LB_Target_DigPwr). This difference is provided to an element 72, which applies a constant K_(Loop) and provides an output to an integrator element 74. The integrator element 74 provides an integration of the signal and applies an output as a feedback control signal to the receiver 52.

The power detection system 50 of FIG. 8 may be configured in a network element of a communication network and may be part of an optical receiver (e.g., coherent, colorless optical receiver circuit), an AGC circuit, control system, signal detection system, or other optical network device. In some embodiments, the power detection system 50 may include, in addition to a power detecting circuit, the AGC feedback path 54 configured to apply the power detection output to a receiver (e.g., receiver 52) for controlling a gain of the receiver. In some cases, the AGC feedback path 54 may be configured to discriminate between the low-band power component and the broad-band power component, whereby the broad-band power component may include an interference power of the channel adjacent to the channel of interest.

The receiver 52 may be part of the detector circuitry and may include a variable amplifier device 76. In this embodiment, the variable amplifier device 76 is placed in front of the ADC device 32 (which may be part of a DSP). In some embodiments, switchable filters may be placed in the variable amplifier device 76. Thus, if the ADC Nyquist bandwidth is wider than the signal itself, one of switchable filters can be switched into the circuit as needed. However, since a hardware design may be less flexible and may create complexity, losses, distortion, etc. in the design, it may be preferable to utilize digital processing in a DSP of the power detection system 50. The embodiments can be built with full bandwidth of the receiver 52 and have the dual path detector 30 capable to detecting power along with the AGC feedback path 54 to set the gain.

Some of the elements of the power detection system 50 may be implemented in hardware, whereas programmable filters may be implemented inside the DSP. In this way, it is possible to receive the output to get the whole signal or just the signal of interest. The broad bandwidth path 36 is always sampling, or always collecting power up to the Nyquist rate or Nyquist frequency. With the LPF at the front of the low bandwidth path 34, a filtered signal is provided to the squared and accumulated functional elements. In some embodiments, the LPF of the low bandwidth path 34 may be variable to set the cut-off frequency of the LPF as part of the control functionality of the power detection system 50 for balancing power and investigating power differences.

In the absence of a channel adjacent to the channel of interest, the AGC feedback path 54 may be configured to determine that there is no excess power and may further be configured to set the gain of the receiver based on a target power level associated with the low-band power component. In the presence of a channel adjacent to the channel of interest in which a power of the adjacent channel is less than or equal to a power of the channel of interest, the AGC feedback path 54 may be configured to determine no excess power and may be further configured to set the gain of the receiver based on a target power level associated with the low-band power component. According to a third case in which a channel adjacent to the channel of interest is present and in which a power of the adjacent channel is greater than a power of the channel of interest, the AGC feedback path 54 may be configured to determine excess power and may further be configured to reduce the gain of the receiver to prevent an overloading condition. These three cases are described in more detail below with respect to FIGS. 9-12 .

Case 1: No Adjacent Channel Present

FIGS. 9A-9C show graphs of spectral density with respect to frequency as detected by the power detection system 50 of FIG. 8 in the situation where only the channel of interest (e.g., probe channel) exists and there is no adjacent channel present. Since there is no adjacent channel, P_(BB)=P_(LB) and P_(BB)−P_(LB)−P_(Adj,Threshold)<0. Thus P_(Excess)=0. Since there is no adjacent channel present, the AGC sets Rx Gain such that

${P_{LB}\overset{Locked}{\Longleftrightarrow}P_{{LB},{Target}}}.$

Case 2: Adjacent Channel Present and S_(Adjacent)≤S_(Probe)

FIGS. 10A-10C show graphs of spectral density with respect to frequency as detected by the power detection system 50 of FIG. 8 in the situation where an adjacent channel is present. In addition, the spectral density of the adjacent channel is less than or equal to the spectral density of the channel of interest (or probe channel). In this example, P_(BB)=P_(LB)+P_(Adj) and since S_(Adj)(f)≤S_(Probe)(f), P_(BB)−P_(LB)−P_(Adj,Threshold)≤0. Thus P_(Excess)=0. Since P_(Excess)=0, the AGC sets Rx Gain such that

${P_{LB}\overset{Locked}{\Longleftrightarrow}P_{{LB},{Target}}}.$

Case 3: Adjacent Channel Present and S_(Adjacent)>S_(Probe)

FIGS. 11A-11C show graphs of spectral density with respect to frequency as detected by the power detection system 50 of FIG. 8 in the situation where a channel adjacent to the channel of interest is also present. In addition, the spectral density of the adjacent channel is greater than the spectral density of the channel of interest (or probe channel). In this example, P_(BB)=P_(LB)+P_(Adj) and since S_(Adj)(f)>S_(Probe)(f), P_(BB)−P_(LB)−P_(Adj,Threshold)>0. Thus P_(Excess)>0. Since P_(Excess)>0 then P_(Sum)=P_(LB)+P_(Excess), the AGC sets Rx Gain such that

$P_{LB} + {{P_{Excess}\overset{Locked}{\Longleftrightarrow}P_{{LB},{Target}}}.}$

The AGC will set the target signal into the ADC at a level that is slightly lower to prevent overloading the ADC. This is accomplished by

$\frac{P_{LB} + P_{Adjcent}}{f_{ADC}/2} = {\overset{\_}{S_{{BB},{Target}}}.}$

FIG. 12 is another graph based on Case 3 where the spectral density of the adjacent channel is greater than the spectral density of the probe channel. In this example,

P _(BB,Target)=1×10=10;

P _(LB,Target)=1×6=6

P _(Adj,Threshold)=10−6=4

Under an AGC lock condition:

P _(BB)=4.8+5.2=10

P _(Excess)=10−4.8−4=1.2

P _(Sum)=4.8+1.2=6

Therefore, according to the various embodiments of the present disclosure, a receiver may be provided with a low-bandwidth and broad-bandwidth power detector to detect target signal power and adjacent channel (i.e., out-of-band) power. The receiver may be configured with an AGC loop that can control the receiver gain when the adjacent channel power varies such that the ADC is not driven into clipping.

One of the problems with conventional systems is that it can be difficult to detect power with colorless optical signals. The embodiments of the present disclosure are able to overcome the issues with the conventional systems by introducing the dual path detection for detecting power of a low bandwidth portion of the spectrum including just the desired channel plus a second branch that detects power of a broad bandwidth portion of the spectrum including the desire channel and an adjacent (out-of-band) channel. A Digital Signal Processor (DSP) of an optical receiver according to the present disclosure may include a sampling frequency to detect the broadband signals. For example, if the ADC sampling frequency is about 50 G samples per second, the Nyquist bandwidth frequency will be about 25 GHz. In other words, the desired signal bandwidth may be near to the Nyquist rate. In some situations, a user may wish to use a lower Baud rate or bandwidth.

In some examples, if the sampling frequency is 50 GHz and a 20 GBaud signal is sent, the signal bandwidth may be only 10 GHz with excess bandwidth in the receiver. In a colorless receiver, the optical channels are packed close together. With an adjacent channel present, a receiver will typically see the power of this adjacent channel. Since conventional systems do not take the power of adjacent channels into consideration, problems will arise. The embodiments of the present disclosure address these issues by controlling the receiver gain in the AGC feedback loop. Also, the present implementations determine whether or not an adjacent channel is present and also determines the relative power of the adjacent channel with respect to the channel of interest (e.g., desired channel, probe channel, etc.).

In the past, one receiver was used for receiving signal. This one receiver had been replaced with different receiver modules and would depend on your transmitter. With the present disclosure, it is possible to return to the use of a single receiver again. However, instead of operating in a bandwidth in the range from about 20 GHz to 35 GHz, the receiver 52 shown in FIG. 8 may now be able to operate in the 50 GHz range. Conventional systems are not able to handle this range with a lower Baud rate signal, but the embodiments of the present disclosure are able to allow the packing of adjacent channels in the spectrum and still handle the negative consequences of the presence of these adjacent channels. The present disclosure provides a great benefit in that it is possible to have a single hardware receiver (e.g., receiver 52) for the various applications as opposed to multiple different receiver modules.

Optical Network Application of the Power Detection

FIG. 13 is a network diagram of an example optical network 100. The optical network 100 includes a plurality of transmitters 102 each configured to communicate with a plurality of receivers 104, over an optical fiber 106. For example, the plurality of transmitters 102 are connected to a multiplexer 108 configured to combine channels from each of the plurality of transmitters 102 for WDM on the optical fiber 106. After the optical fiber 106, there is a demultiplexer 110 which splits the channels out to each of the plurality of receivers 104. Those skilled in the art will appreciate there can be various other components including optical amplifiers 112 which can be pre-amplifiers (an amplifier before the receivers 104), post amplifiers (an amplifier after the transmitters 102), line amplifiers (amplifiers in between the terminals where the transmitters 102 and the receivers 104 are located), as well as component amplifiers embedded with or connected to any of the transmitters 102, receivers 104, multiplexer 108, and the demultiplexer 110.

The multiplexer 108 and the demultiplexer 110 are shown as a single component for illustration purposes. These can be realized with various optical components such as Wavelength Selective Switches (WSSs) and the like. Also, the multiplexer 108 and the demultiplexer 110 can include various stages, with intermediate power monitoring via Optical Channel Monitors (OCMs), amplifiers, etc.

The transmitters 102 and the receivers 104 are usually embedded in a single form factor, referred to as a transceiver, transponder, modem, etc. Of note, FIG. 12 is illustrated in a unidirectional configuration, but those skilled in the art recognize a practical embodiment includes bidirectional communications where a corresponding transmitter-receiver pair forms one direction of a channel and there is another receiver-transmitter pair for the other direction, usually on another, separate fiber 106.

Of note, the optical network 100 is illustrated as a single point-to-point link. Examples of point-to-point links includes submarine links, so-called Data Center Interconnect (DCI), and the like. The optical network 100 can be a submarine network with branching units (BUs) as well. Those skilled in the art will recognize a practical optical network 100 may include various other links, in a so-called mesh, where each node having transmitters 102 and receivers 104 can be a Reconfigurable Optical Add/Drop Multiplexer (ROADM). All of these are contemplated herewith.

FIG. 14 is a graph showing power versus frequency of two channels (Ch. 1 and Ch. 2) on the optical fiber 106 in the optical network 100. Typical optical networks 100 transmit over different bands of spectrum, such as the C-Band (around 1530 nm-1565 nm), the L-Band (around 1565 nm-1625 nm), and the like. Of note, we will use the terms spectrum (in optical, usually quoted in nm) and frequency (again in optical, usually quoted in GHz), interchangeably, i.e., wavelength and frequency are directly related to one another. Of course, the goal of the optical network 100 is to include as many channels as possible at the highest possible bandwidth. To that end, WDM involves multiplexing channels together on the optical spectrum, via the multiplexer 108 and the demultiplexer 110.

In the past, the optical network 100 utilized a so-called fixed grid where the channels were defined at given intervals, e.g., every 100 GHz, with guardbands 150 in-between. We are now moving to so called flex grid or gridless deployments where channels can be placed anywhere on the optical spectrum. This provides flexibility and more bandwidth. As such, the transmitters 102 and corresponding receivers 104 may be configured as so-called colorless devices where they have the functionality to transmit at any frequency with any amount of spectral width. For example, a transmitter 102 and corresponding receiver 104 may be a coherent optical modem that can support programmable modulation or constellations with both varying phase and/or amplitude, as well as polarization multiplexing. That is, the coherent optical modem can support Dual Polarization (DP) Binary Phase-Shift Keying (BPSK), DP Quadrature Phase-Shift Keying (QPSK), 16-QAM, DP 16-QAM, 64-QAM, DP 64-QAM, and the like. Of note, in terms of colorless, this means a given channel can have an adjustable center frequency and spectral width, based on the modulation format, baud rate, etc.

The guardbands 150 are used to ensure proper separation between adjacent channels, and are typically defined in increments of 6.25 GHz because that is the smallest unit of WSS separation. Past deployments had channel spacing of 200 GHz, which moved to 100 GHz, then to 50 GHz. Of course, the denser the channel spacing, the more capacity is used. That is, the guardbands 150 are wasted spectrum needed for channel separation and isolation.

The objective of a given receiver 104 is to receive, filter, and demodulate a channel of interest from a corresponding transmitter 102. We do not want to receive adjacent signals as they interfere. To that end, in the graph of FIG. 14 , there are two parameters which can be adjusted in the optical network 100, namely power (P) and frequency (f). There are various points in the optical network 100 where these parameters can be adjusted. For example, for adjusting power various techniques can include adjusting individual transmitter 102 powers, adjusting amplifier gain, utilizing Variable Optical Attenuators (VOAs), utilizing Gain Flattening Filters (GFFs), adjusting WSS port configurations to attenuate power, and the like. For adjusting frequency, various techniques can include tunable filters at the transmitter 102 and/or the receiver 104, adjusting WSS port configurations to a given spectrum amount, and the like.

Of course, there are various other parameters in the optical network 100 as well, such as nonlinear effects and the like. Those skilled in the art will appreciate there are various techniques for optical link optimization. As described herein, optical link optimization includes the process of setting a configuration in the optical network 100 to achieve some objective, e.g., the objective is usually maximizing bandwidth while ensuring every channel has some level of margin. Again, we use the term optimization to not necessarily mean the absolute best, but rather some improvement.

In terms of optical link optimization, with the power detection techniques described herein, we now have an additional data point which can be useful in any optical link optimization. Advantageously, this additional information can be used to more densely pack channels next to one another on the optical spectrum. It is possible to reduce the guardbands 150 to 6.25 GHz or essentially to zero where adjacent channels are spaced where at a 3 dB overlap from one another.

In the present disclosure, one or more of the receivers 104 can include the power detection circuitry, components, and/or techniques described herein. Again, the power detection system 50 may include or may be incorporated in the receivers 104 which are in an optical network device, modem, etc., of a network element or optical device of the optical network 100. That is, each receiver 104 can be configured to detect BB power and LB power, as described herein. This data, namely BB power and LB power provides an additional data point which includes a low bandwidth power component and the broad bandwidth power component for each channel in the optical network 100.

With respect to the power and the frequency adjustments, in the past, when there were power and/or frequency problems between adjacent channels, we did not know what the issues were. Rather, adjustments were performed and it was determined whether there was improvement. With the BB power and LB power, we are aware of the adjacent channels, whether their power and/or frequency are interfering with a channel of interest. With this information, it is possible to accurately address the problem. Again, based on specific adjustments to the power and/or frequency as opposed to trial and error.

The receivers 104 and the transmitters 102 can be communicatively coupled to a controller 200. The controller 200 can be an Element Management System (EMS), Network Management System (NMS), Software Defined Networking (SDN) controller or application, an in-skin device (one that is configured within a network element), an external device, or the like. The controller 200 is a processing device with network interfaces to the various components, one or more processors, and memory storing instructions that, when executed, cause the one or more processors to perform some steps.

In various embodiments, the controller 200 is configured to perform optical link optimization in the optical network 100, utilizing the BB power and LB power from one or more of the receivers 104. That is, knowledge of the BB power and LB power from a given receiver 104 can be used to configure parameters affecting the channel of interest and its adjacent channels. In this manner, we expect an ability to densely pack these channels together because any interference can be addressed based on the BB and LB power values from the receiver 104.

Optical Link Optimization Process with LB and BB Power Information

FIG. 15 is a flowchart of an optical link optimization process 300 utilizing the LB and BB power information. The optical link optimization process 300 contemplates implementation as a method with steps, via the controller 200 configured to implement the steps, and via a non-transitory computer-readable medium storing instructions that, when executed, cause one or more processors to implement the steps. The objective of the optical link optimization process 300 is to utilize the additional information provided by the LB and BB power information to optimize power settings of a channel of interest and its adjacent channel neighbors and/or adjust frequency filtering of the channel of interest and its adjacent channel neighbors. To that end, this allows denser packing of the channel of interest and its adjacent channel neighbors to one another on the optical fiber 106, such as where there is no guardband 150.

The optical link optimization process 300 includes receiving detected power outputs from one or more receivers connected to an optical fiber in an optical network, wherein the detected power outputs include both a broad bandwidth (BB) power component and a low bandwidth (LB) power component (step 302); analyzing the detected power outputs to one or more of (1) balance power of a channel of interest for the one or more receivers and associated adjacent channels to a given channel of interest and (2) adjust filtering of the channel of interest for the one or more receivers and the associated adjacent channels to the given channel of interest (step 304); and configuring one or more components of the optical network to provide the one or more of (1) balance power and (2) adjust filtering (306).

The configuring to balance power can include one or more of adjusting transmitter powers; adjusting amplifier gain; configuring one or more Variable Optical Attenuators; and configuring one or more ports on a Wavelength Selective Switch. The configuring to adjust filtering can include one or more of configuring one or more ports on a Wavelength Selective Switch; configuring one or more tunable filters; adjusting a modulation format of one or more transmitters; adjusting lasers in the one or more transmitters; and configuring one or more Gain Flattening Filters. The configuring to adjust filtering can include one or more of configuring a guardband between the channel of interest and its associated adjacent channels.

The broad bandwidth power component includes power of the channel of interest and any of the associated adjacent channels, and wherein the low bandwidth power component includes power of the channel of interest. The broad bandwidth power component and the low bandwidth power component can provide discrimination of between power of the channel of interest and the associated adjacent channels.

The optical fiber can be, e.g., part of a point-to-point link in the optical network. For example, the point-to-point link can be a submarine link, a Data Center Interconnect link, or simply a link in a larger network, such as a mesh network. The optical fiber includes a plurality of channels being Wavelength Division Multiplexed thereon. At least two of the plurality of channels can have a spacing between one another without a guardband therebetween, e.g., a guardband of 6.25 GHz or less or where the channels are spaced where there is only 3 dB overlap.

In an embodiment, the analyzing can be via a machine learning model which can have various inputs with the detected power outputs being an input thereto.

CONCLUSION

It will be appreciated that some embodiments described herein may include one or more generic or specialized processors (“one or more processors”) such as microprocessors; central processing units (CPUs); digital signal processors (DSPs): customized processors such as network processors (NPs) or network processing units (NPUs), graphics processing units (GPUs), or the like; field programmable gate arrays (FPGAs); and the like along with unique stored program instructions (including both software and firmware) for control thereof to implement, in conjunction with certain non-processor circuits, some, most, or all of the functions of the methods and/or systems described herein. Alternatively, some or all functions may be implemented by a state machine that has no stored program instructions, or in one or more application-specific integrated circuits (ASICs), in which each function or some combinations of certain of the functions are implemented as custom logic or circuitry. Of course, a combination of the aforementioned approaches may be used. For some of the embodiments described herein, a corresponding device in hardware and optionally with software, firmware, and a combination thereof can be referred to as “circuitry configured or adapted to,” “logic configured or adapted to,” etc. perform a set of operations, steps, methods, processes, algorithms, functions, techniques, etc. on digital and/or analog signals as described herein for the various embodiments.

Moreover, some embodiments may include a non-transitory computer-readable storage medium having computer-readable code stored thereon for programming a computer, server, appliance, device, processor, circuit, etc. each of which may include a processor to perform functions as described and claimed herein. Examples of such computer-readable storage mediums include, but are not limited to, a hard disk, an optical storage device, a magnetic storage device, a read-only memory (ROM), a programmable read-only memory (PROM), an erasable programmable read-only memory (EPROM), an electrically erasable programmable read-only memory (EEPROM), Flash memory, and the like. When stored in the non-transitory computer-readable medium, software can include instructions executable by a processor or device (e.g., any type of programmable circuitry or logic) that, in response to such execution, cause a processor or the device to perform a set of operations, steps, methods, processes, algorithms, functions, techniques, etc. as described herein for the various embodiments.

Although the present disclosure has been illustrated and described herein with reference to exemplary embodiments providing various advantages, it will be readily apparent to those of ordinary skill in the art that other embodiments may perform similar functions, achieve like results, and/or provide other advantages. Modifications, additions, or omissions may be made to the systems, apparatuses, and methods described herein without departing from the spirit and scope of the present disclosure. All equivalent or alternative embodiments that fall within the spirit and scope of the present disclosure are contemplated thereby and are intended to be covered by the following claims. 

What is claimed is:
 1. A non-transitory computer-readable medium comprising instructions that, when executed, cause one or more processors to perform steps of: receiving detected power outputs from one or more receivers connected to an optical fiber in an optical network, wherein the detected power outputs include both a broad bandwidth power component and a low bandwidth power component; analyzing the detected power outputs to one or more of (1) balance power of a channel of interest for the one or more receivers and associated adjacent channels to a given channel of interest and (2) adjust filtering of the channel of interest for the one or more receivers and the associated adjacent channels to the given channel of interest; and configuring one or more components of the optical network to provide the one or more of (1) balance power and (2) adjust filtering.
 2. The non-transitory computer-readable medium of claim 1, wherein the configuring to balance power includes one or more of adjusting transmitter powers; adjusting amplifier gain; configuring one or more Variable Optical Attenuators; and configuring one or more ports on a Wavelength Selective Switch.
 3. The non-transitory computer-readable medium of claim 1, wherein the configuring to adjust filtering includes one or more of configuring one or more ports on a Wavelength Selective Switch; configuring one or more tunable filters; adjusting a modulation format of one or more transmitters; adjusting lasers in the one or more transmitters; and configuring one or more Gain Flattening Filters.
 4. The non-transitory computer-readable medium of claim 1, wherein the configuring to adjust filtering includes one or more of configuring a guardband between the channel of interest and its associated adjacent channels.
 5. The non-transitory computer-readable medium of claim 1, wherein the broad bandwidth power component includes power of the channel of interest and any of the associated adjacent channels, and wherein the low bandwidth power component includes power of the channel of interest.
 6. The non-transitory computer-readable medium of claim 5, wherein the broad bandwidth power component and the low bandwidth power component provide discrimination of between power of the channel of interest and the associated adjacent channels.
 7. The non-transitory computer-readable medium of claim 1, wherein the optical fiber is part of a point-to-point link in the optical network.
 8. The non-transitory computer-readable medium of claim 1, wherein the optical fiber includes a plurality of channels being Wavelength Division Multiplexed thereon.
 9. The non-transitory computer-readable medium of claim 8, wherein at least two of the plurality of channels has a spacing between one another without a guardband therebetween.
 10. The non-transitory computer-readable medium of claim 1, wherein the analyzing utilizes a machine learning model with the detected power outputs being an input thereto.
 11. A method comprising steps of: receiving detected power outputs from one or more receivers connected to an optical fiber in an optical network, wherein the detected power outputs include both a broad bandwidth power component and a low bandwidth power component; analyzing the detected power outputs to one or more of (1) balance power of a channel of interest for the one or more receivers and associated adjacent channels to a given channel of interest and (2) adjust filtering of the channel of interest for the one or more receivers and the associated adjacent channels to the given channel of interest; and configuring one or more components of the optical network to provide the one or more of (1) balance power and (2) adjust filtering.
 12. The method of claim 11, wherein the configuring to balance power includes one or more of adjusting transmitter powers; adjusting amplifier gain; configuring one or more Variable Optical Attenuators; and configuring one or more ports on a Wavelength Selective Switch.
 13. The method of claim 11, wherein the configuring to adjust filtering includes one or more of configuring one or more ports on a Wavelength Selective Switch; configuring one or more tunable filters; adjusting a modulation format of one or more transmitters; adjusting lasers in the one or more transmitters; and configuring one or more Gain Flattening Filters.
 14. The method of claim 11, wherein the configuring to adjust filtering includes one or more of configuring a guardband between the channel of interest and its associated adjacent channels.
 15. The method of claim 11, wherein the broad bandwidth power component includes power of the channel of interest and any of the associated adjacent channels, and wherein the low bandwidth power component includes power of the channel of interest.
 16. The method of claim 15, wherein the broad bandwidth power component and the low bandwidth power component provide discrimination of between power of the channel of interest and the associated adjacent channels.
 17. The method of claim 11, wherein the optical fiber is part of a point-to-point link in the optical network.
 18. The method of claim 11, wherein the optical fiber includes a plurality of channels being Wavelength Division Multiplexed thereon.
 19. The method of claim 18, wherein at least two of the plurality of channels has a spacing between one another without a guardband therebetween.
 20. The method of claim 11, wherein the analyzing utilizes a machine learning model with the detected power outputs being an input thereto. 